O
Ozan Sener
Publications - 1
Citations - 8
Ozan Sener is an academic researcher. The author has contributed to research in topics: Deep learning & Markov process. The author has an hindex of 1, co-authored 1 publications receiving 8 citations.
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Hausdorff Dimension, Stochastic Differential Equations, and Generalization in Neural Networks.
TL;DR: This paper proves generalization bounds for SGD under the assumption that its trajectories can be well-approximated by a Feller process, which defines a rich class of Markov processes that include several recent SDE representations (both Brownian or heavy-tailed) as its special case.